Dataset statistics
| Number of variables | 10 |
|---|---|
| Number of observations | 599 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 67.6 KiB |
| Average record size in memory | 115.6 B |
Variable types
| Numeric | 8 |
|---|---|
| Categorical | 2 |
Plasma glucose is highly overall correlated with Age | High correlation |
Blood Work Result-2 is highly overall correlated with Blood Work Result-3 | High correlation |
Blood Work Result-3 is highly overall correlated with Blood Work Result-2 | High correlation |
Age is highly overall correlated with Plasma glucose | High correlation |
Plasma glucose has 93 (15.5%) zeros | Zeros |
Blood Pressure has 28 (4.7%) zeros | Zeros |
Blood Work Result-2 has 175 (29.2%) zeros | Zeros |
Blood Work Result-3 has 289 (48.2%) zeros | Zeros |
Body mass index has 9 (1.5%) zeros | Zeros |
Reproduction
| Analysis started | 2023-08-01 09:52:31.650099 |
|---|---|
| Analysis finished | 2023-08-01 09:52:53.213430 |
| Duration | 21.56 seconds |
| Software version | pandas-profiling v3.6.6 |
| Download configuration | config.json |
Plasma glucose
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 17 |
|---|---|
| Distinct (%) | 2.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.8247078 |
| Minimum | 0 |
|---|---|
| Maximum | 17 |
| Zeros | 93 |
| Zeros (%) | 15.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 25.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 3 |
| Q3 | 6 |
| 95-th percentile | 10 |
| Maximum | 17 |
| Range | 17 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 3.362839 |
|---|---|
| Coefficient of variation (CV) | 0.87924075 |
| Kurtosis | 0.28990902 |
| Mean | 3.8247078 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.91400756 |
| Sum | 2291 |
| Variance | 11.308686 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=17)
| Value | Count | Frequency (%) |
| 1 | 100 | |
| 0 | 93 | |
| 2 | 76 | |
| 3 | 59 | |
| 4 | 54 | |
| 5 | 49 | |
| 7 | 37 | 6.2% |
| 6 | 37 | 6.2% |
| 8 | 32 | 5.3% |
| 9 | 20 | 3.3% |
| Other values (7) | 42 |
| Value | Count | Frequency (%) |
| 0 | 93 | |
| 1 | 100 | |
| 2 | 76 | |
| 3 | 59 | |
| 4 | 54 | |
| 5 | 49 | |
| 6 | 37 | 6.2% |
| 7 | 37 | 6.2% |
| 8 | 32 | 5.3% |
| 9 | 20 | 3.3% |
| Value | Count | Frequency (%) |
| 17 | 1 | 0.2% |
| 15 | 1 | 0.2% |
| 14 | 2 | 0.3% |
| 13 | 7 | 1.2% |
| 12 | 8 | 1.3% |
| 11 | 7 | 1.2% |
| 10 | 16 | |
| 9 | 20 | |
| 8 | 32 | |
| 7 | 37 |
Blood Work Result-1
Real number (ℝ)
| Distinct | 129 |
|---|---|
| Distinct (%) | 21.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 120.15359 |
| Minimum | 0 |
|---|---|
| Maximum | 198 |
| Zeros | 5 |
| Zeros (%) | 0.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 25.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 77.9 |
| Q1 | 99 |
| median | 116 |
| Q3 | 140 |
| 95-th percentile | 181 |
| Maximum | 198 |
| Range | 198 |
| Interquartile range (IQR) | 41 |
Descriptive statistics
| Standard deviation | 32.682364 |
|---|---|
| Coefficient of variation (CV) | 0.27200489 |
| Kurtosis | 0.75640184 |
| Mean | 120.15359 |
| Median Absolute Deviation (MAD) | 21 |
| Skewness | 0.11617993 |
| Sum | 71972 |
| Variance | 1068.1369 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 100 | 15 | 2.5% |
| 99 | 14 | 2.3% |
| 125 | 11 | 1.8% |
| 95 | 11 | 1.8% |
| 105 | 11 | 1.8% |
| 122 | 10 | 1.7% |
| 119 | 10 | 1.7% |
| 109 | 10 | 1.7% |
| 111 | 10 | 1.7% |
| 84 | 10 | 1.7% |
| Other values (119) | 487 |
| Value | Count | Frequency (%) |
| 0 | 5 | |
| 44 | 1 | 0.2% |
| 57 | 2 | 0.3% |
| 61 | 1 | 0.2% |
| 62 | 1 | 0.2% |
| 67 | 1 | 0.2% |
| 68 | 1 | 0.2% |
| 71 | 4 | |
| 72 | 1 | 0.2% |
| 73 | 3 |
| Value | Count | Frequency (%) |
| 198 | 1 | 0.2% |
| 197 | 4 | |
| 196 | 3 | |
| 195 | 1 | 0.2% |
| 194 | 3 | |
| 193 | 2 | |
| 191 | 1 | 0.2% |
| 189 | 4 | |
| 188 | 2 | |
| 187 | 2 |
Blood Pressure
Real number (ℝ)
| Distinct | 44 |
|---|---|
| Distinct (%) | 7.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 68.732888 |
| Minimum | 0 |
|---|---|
| Maximum | 122 |
| Zeros | 28 |
| Zeros (%) | 4.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 25.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 30 |
| Q1 | 64 |
| median | 70 |
| Q3 | 80 |
| 95-th percentile | 90 |
| Maximum | 122 |
| Range | 122 |
| Interquartile range (IQR) | 16 |
Descriptive statistics
| Standard deviation | 19.335675 |
|---|---|
| Coefficient of variation (CV) | 0.2813162 |
| Kurtosis | 5.2588834 |
| Mean | 68.732888 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | -1.8746617 |
| Sum | 41171 |
| Variance | 373.86833 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=44)
| Value | Count | Frequency (%) |
| 70 | 46 | 7.7% |
| 68 | 41 | 6.8% |
| 74 | 38 | 6.3% |
| 72 | 37 | 6.2% |
| 64 | 37 | 6.2% |
| 78 | 31 | 5.2% |
| 80 | 30 | 5.0% |
| 66 | 29 | 4.8% |
| 76 | 29 | 4.8% |
| 0 | 28 | 4.7% |
| Other values (34) | 253 |
| Value | Count | Frequency (%) |
| 0 | 28 | |
| 24 | 1 | 0.2% |
| 30 | 2 | 0.3% |
| 40 | 1 | 0.2% |
| 44 | 3 | 0.5% |
| 46 | 1 | 0.2% |
| 48 | 5 | 0.8% |
| 50 | 10 | 1.7% |
| 52 | 8 | 1.3% |
| 54 | 8 | 1.3% |
| Value | Count | Frequency (%) |
| 122 | 1 | 0.2% |
| 110 | 3 | |
| 108 | 2 | |
| 104 | 2 | |
| 102 | 1 | 0.2% |
| 100 | 2 | |
| 98 | 3 | |
| 96 | 3 | |
| 95 | 1 | 0.2% |
| 94 | 2 |
Blood Work Result-2
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 51 |
|---|---|
| Distinct (%) | 8.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 20.562604 |
| Minimum | 0 |
|---|---|
| Maximum | 99 |
| Zeros | 175 |
| Zeros (%) | 29.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 25.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 23 |
| Q3 | 32 |
| 95-th percentile | 44 |
| Maximum | 99 |
| Range | 99 |
| Interquartile range (IQR) | 32 |
Descriptive statistics
| Standard deviation | 16.017622 |
|---|---|
| Coefficient of variation (CV) | 0.77896855 |
| Kurtosis | -0.31425268 |
| Mean | 20.562604 |
| Median Absolute Deviation (MAD) | 12 |
| Skewness | 0.16406327 |
| Sum | 12317 |
| Variance | 256.56422 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 175 | |
| 32 | 25 | 4.2% |
| 30 | 24 | 4.0% |
| 33 | 17 | 2.8% |
| 23 | 17 | 2.8% |
| 28 | 17 | 2.8% |
| 31 | 15 | 2.5% |
| 18 | 15 | 2.5% |
| 15 | 14 | 2.3% |
| 27 | 14 | 2.3% |
| Other values (41) | 266 |
| Value | Count | Frequency (%) |
| 0 | 175 | |
| 7 | 2 | 0.3% |
| 8 | 2 | 0.3% |
| 10 | 4 | 0.7% |
| 11 | 5 | 0.8% |
| 12 | 6 | 1.0% |
| 13 | 8 | 1.3% |
| 14 | 6 | 1.0% |
| 15 | 14 | 2.3% |
| 16 | 6 | 1.0% |
| Value | Count | Frequency (%) |
| 99 | 1 | 0.2% |
| 63 | 1 | 0.2% |
| 60 | 1 | 0.2% |
| 56 | 1 | 0.2% |
| 54 | 2 | |
| 52 | 2 | |
| 51 | 1 | 0.2% |
| 50 | 3 | |
| 49 | 2 | |
| 48 | 2 |
Blood Work Result-3
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 164 |
|---|---|
| Distinct (%) | 27.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 79.460768 |
| Minimum | 0 |
|---|---|
| Maximum | 846 |
| Zeros | 289 |
| Zeros (%) | 48.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 25.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 36 |
| Q3 | 123.5 |
| 95-th percentile | 293.7 |
| Maximum | 846 |
| Range | 846 |
| Interquartile range (IQR) | 123.5 |
Descriptive statistics
| Standard deviation | 116.57618 |
|---|---|
| Coefficient of variation (CV) | 1.467091 |
| Kurtosis | 8.0889556 |
| Mean | 79.460768 |
| Median Absolute Deviation (MAD) | 36 |
| Skewness | 2.4015846 |
| Sum | 47597 |
| Variance | 13590.005 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 289 | |
| 140 | 8 | 1.3% |
| 130 | 7 | 1.2% |
| 105 | 7 | 1.2% |
| 94 | 6 | 1.0% |
| 115 | 5 | 0.8% |
| 56 | 5 | 0.8% |
| 120 | 5 | 0.8% |
| 210 | 5 | 0.8% |
| 76 | 5 | 0.8% |
| Other values (154) | 257 |
| Value | Count | Frequency (%) |
| 0 | 289 | |
| 14 | 1 | 0.2% |
| 18 | 2 | 0.3% |
| 23 | 2 | 0.3% |
| 25 | 1 | 0.2% |
| 29 | 1 | 0.2% |
| 32 | 1 | 0.2% |
| 36 | 3 | 0.5% |
| 37 | 2 | 0.3% |
| 38 | 1 | 0.2% |
| Value | Count | Frequency (%) |
| 846 | 1 | |
| 744 | 1 | |
| 680 | 1 | |
| 600 | 1 | |
| 579 | 1 | |
| 545 | 1 | |
| 543 | 1 | |
| 495 | 2 | |
| 485 | 1 | |
| 480 | 1 |
Body mass index
Real number (ℝ)
| Distinct | 233 |
|---|---|
| Distinct (%) | 38.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 31.920033 |
| Minimum | 0 |
|---|---|
| Maximum | 67.1 |
| Zeros | 9 |
| Zeros (%) | 1.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 25.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 21.1 |
| Q1 | 27.1 |
| median | 32 |
| Q3 | 36.55 |
| 95-th percentile | 45.02 |
| Maximum | 67.1 |
| Range | 67.1 |
| Interquartile range (IQR) | 9.45 |
Descriptive statistics
| Standard deviation | 8.0082273 |
|---|---|
| Coefficient of variation (CV) | 0.25088405 |
| Kurtosis | 3.2610266 |
| Mean | 31.920033 |
| Median Absolute Deviation (MAD) | 4.7 |
| Skewness | -0.40525495 |
| Sum | 19120.1 |
| Variance | 64.131705 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 32 | 11 | 1.8% |
| 31.6 | 11 | 1.8% |
| 33.3 | 10 | 1.7% |
| 31.2 | 9 | 1.5% |
| 0 | 9 | 1.5% |
| 29.7 | 8 | 1.3% |
| 33.6 | 7 | 1.2% |
| 30.8 | 7 | 1.2% |
| 32.9 | 7 | 1.2% |
| 30.1 | 7 | 1.2% |
| Other values (223) | 513 |
| Value | Count | Frequency (%) |
| 0 | 9 | |
| 18.2 | 3 | 0.5% |
| 18.4 | 1 | 0.2% |
| 19.1 | 1 | 0.2% |
| 19.3 | 1 | 0.2% |
| 19.4 | 1 | 0.2% |
| 19.6 | 3 | 0.5% |
| 19.9 | 1 | 0.2% |
| 20 | 1 | 0.2% |
| 20.4 | 2 | 0.3% |
| Value | Count | Frequency (%) |
| 67.1 | 1 | |
| 59.4 | 1 | |
| 55 | 1 | |
| 53.2 | 1 | |
| 52.9 | 1 | |
| 52.3 | 2 | |
| 50 | 1 | |
| 49.7 | 1 | |
| 48.8 | 1 | |
| 48.3 | 1 |
Blood Work Result-4
Real number (ℝ)
| Distinct | 437 |
|---|---|
| Distinct (%) | 73.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.48118698 |
| Minimum | 0.078 |
|---|---|
| Maximum | 2.42 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 25.5 KiB |
Quantile statistics
| Minimum | 0.078 |
|---|---|
| 5-th percentile | 0.1418 |
| Q1 | 0.248 |
| median | 0.383 |
| Q3 | 0.647 |
| 95-th percentile | 1.1279 |
| Maximum | 2.42 |
| Range | 2.342 |
| Interquartile range (IQR) | 0.399 |
Descriptive statistics
| Standard deviation | 0.33755235 |
|---|---|
| Coefficient of variation (CV) | 0.70149934 |
| Kurtosis | 6.1146739 |
| Mean | 0.48118698 |
| Median Absolute Deviation (MAD) | 0.171 |
| Skewness | 1.9894723 |
| Sum | 288.231 |
| Variance | 0.11394159 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.254 | 6 | 1.0% |
| 0.258 | 5 | 0.8% |
| 0.268 | 4 | 0.7% |
| 0.687 | 4 | 0.7% |
| 0.299 | 4 | 0.7% |
| 0.237 | 4 | 0.7% |
| 0.259 | 4 | 0.7% |
| 0.238 | 4 | 0.7% |
| 0.207 | 4 | 0.7% |
| 0.151 | 3 | 0.5% |
| Other values (427) | 557 |
| Value | Count | Frequency (%) |
| 0.078 | 1 | |
| 0.084 | 1 | |
| 0.085 | 2 | |
| 0.088 | 2 | |
| 0.089 | 1 | |
| 0.092 | 1 | |
| 0.096 | 1 | |
| 0.101 | 1 | |
| 0.102 | 1 | |
| 0.107 | 1 |
| Value | Count | Frequency (%) |
| 2.42 | 1 | |
| 2.329 | 1 | |
| 2.288 | 1 | |
| 2.137 | 1 | |
| 1.893 | 1 | |
| 1.781 | 1 | |
| 1.731 | 1 | |
| 1.699 | 1 | |
| 1.6 | 1 | |
| 1.476 | 1 |
Age
Real number (ℝ)
| Distinct | 50 |
|---|---|
| Distinct (%) | 8.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 33.290484 |
| Minimum | 21 |
|---|---|
| Maximum | 81 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 25.5 KiB |
Quantile statistics
| Minimum | 21 |
|---|---|
| 5-th percentile | 21 |
| Q1 | 24 |
| median | 29 |
| Q3 | 40 |
| 95-th percentile | 58.1 |
| Maximum | 81 |
| Range | 60 |
| Interquartile range (IQR) | 16 |
Descriptive statistics
| Standard deviation | 11.828446 |
|---|---|
| Coefficient of variation (CV) | 0.35531012 |
| Kurtosis | 0.69227058 |
| Mean | 33.290484 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | 1.1523529 |
| Sum | 19941 |
| Variance | 139.91213 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 22 | 52 | 8.7% |
| 21 | 52 | 8.7% |
| 25 | 40 | 6.7% |
| 24 | 37 | 6.2% |
| 23 | 27 | 4.5% |
| 29 | 27 | 4.5% |
| 28 | 26 | 4.3% |
| 26 | 25 | 4.2% |
| 27 | 21 | 3.5% |
| 41 | 20 | 3.3% |
| Other values (40) | 272 |
| Value | Count | Frequency (%) |
| 21 | 52 | |
| 22 | 52 | |
| 23 | 27 | |
| 24 | 37 | |
| 25 | 40 | |
| 26 | 25 | |
| 27 | 21 | |
| 28 | 26 | |
| 29 | 27 | |
| 30 | 16 | 2.7% |
| Value | Count | Frequency (%) |
| 81 | 1 | 0.2% |
| 72 | 1 | 0.2% |
| 69 | 1 | 0.2% |
| 67 | 3 | |
| 66 | 3 | |
| 65 | 3 | |
| 64 | 1 | 0.2% |
| 63 | 3 | |
| 62 | 4 | |
| 61 | 2 |
Insurance
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 25.5 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 599 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 411 | |
| 0 | 188 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 411 | |
| 0 | 188 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 411 | |
| 0 | 188 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 599 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 411 | |
| 0 | 188 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 599 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 411 | |
| 0 | 188 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 599 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 411 | |
| 0 | 188 |
Sepssis
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 25.5 KiB |
| Negative | |
|---|---|
| Positive |
Length
| Max length | 8 |
|---|---|
| Median length | 8 |
| Mean length | 8 |
| Min length | 8 |
Characters and Unicode
| Total characters | 4792 |
|---|---|
| Distinct characters | 10 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Positive |
|---|---|
| 2nd row | Negative |
| 3rd row | Positive |
| 4th row | Negative |
| 5th row | Positive |
Common Values
| Value | Count | Frequency (%) |
| Negative | 391 | |
| Positive | 208 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| negative | 391 | |
| positive | 208 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 990 | |
| i | 807 | |
| t | 599 | |
| v | 599 | |
| N | 391 | 8.2% |
| g | 391 | 8.2% |
| a | 391 | 8.2% |
| P | 208 | 4.3% |
| o | 208 | 4.3% |
| s | 208 | 4.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 4193 | |
| Uppercase Letter | 599 | 12.5% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 990 | |
| i | 807 | |
| t | 599 | |
| v | 599 | |
| g | 391 | 9.3% |
| a | 391 | 9.3% |
| o | 208 | 5.0% |
| s | 208 | 5.0% |
Uppercase Letter
| Value | Count | Frequency (%) |
| N | 391 | |
| P | 208 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 4792 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 990 | |
| i | 807 | |
| t | 599 | |
| v | 599 | |
| N | 391 | 8.2% |
| g | 391 | 8.2% |
| a | 391 | 8.2% |
| P | 208 | 4.3% |
| o | 208 | 4.3% |
| s | 208 | 4.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 4792 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 990 | |
| i | 807 | |
| t | 599 | |
| v | 599 | |
| N | 391 | 8.2% |
| g | 391 | 8.2% |
| a | 391 | 8.2% |
| P | 208 | 4.3% |
| o | 208 | 4.3% |
| s | 208 | 4.3% |
| Plasma glucose | Blood Work Result-1 | Blood Pressure | Blood Work Result-2 | Blood Work Result-3 | Body mass index | Blood Work Result-4 | Age | Insurance | Sepssis | |
|---|---|---|---|---|---|---|---|---|---|---|
| Plasma glucose | 1.000 | 0.141 | 0.172 | -0.083 | -0.113 | 0.008 | -0.063 | 0.604 | 0.044 | 0.214 |
| Blood Work Result-1 | 0.141 | 1.000 | 0.219 | 0.053 | 0.218 | 0.223 | 0.099 | 0.295 | 0.000 | 0.473 |
| Blood Pressure | 0.172 | 0.219 | 1.000 | 0.104 | -0.016 | 0.287 | -0.008 | 0.341 | 0.000 | 0.156 |
| Blood Work Result-2 | -0.083 | 0.053 | 0.104 | 1.000 | 0.540 | 0.428 | 0.164 | -0.081 | 0.000 | 0.211 |
| Blood Work Result-3 | -0.113 | 0.218 | -0.016 | 0.540 | 1.000 | 0.172 | 0.238 | -0.103 | 0.000 | 0.197 |
| Body mass index | 0.008 | 0.223 | 0.287 | 0.428 | 0.172 | 1.000 | 0.117 | 0.135 | 0.000 | 0.325 |
| Blood Work Result-4 | -0.063 | 0.099 | -0.008 | 0.164 | 0.238 | 0.117 | 1.000 | 0.042 | 0.000 | 0.176 |
| Age | 0.604 | 0.295 | 0.341 | -0.081 | -0.103 | 0.135 | 0.042 | 1.000 | 0.000 | 0.308 |
| Insurance | 0.044 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.042 |
| Sepssis | 0.214 | 0.473 | 0.156 | 0.211 | 0.197 | 0.325 | 0.176 | 0.308 | 0.042 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
| Plasma glucose | Blood Work Result-1 | Blood Pressure | Blood Work Result-2 | Blood Work Result-3 | Body mass index | Blood Work Result-4 | Age | Insurance | Sepssis | |
|---|---|---|---|---|---|---|---|---|---|---|
| ID | ||||||||||
| ICU200010 | 6 | 148 | 72 | 35 | 0 | 33.6 | 0.627 | 50 | 0 | Positive |
| ICU200011 | 1 | 85 | 66 | 29 | 0 | 26.6 | 0.351 | 31 | 0 | Negative |
| ICU200012 | 8 | 183 | 64 | 0 | 0 | 23.3 | 0.672 | 32 | 1 | Positive |
| ICU200013 | 1 | 89 | 66 | 23 | 94 | 28.1 | 0.167 | 21 | 1 | Negative |
| ICU200014 | 0 | 137 | 40 | 35 | 168 | 43.1 | 2.288 | 33 | 1 | Positive |
| ICU200015 | 5 | 116 | 74 | 0 | 0 | 25.6 | 0.201 | 30 | 1 | Negative |
| ICU200016 | 3 | 78 | 50 | 32 | 88 | 31.0 | 0.248 | 26 | 0 | Positive |
| ICU200017 | 10 | 115 | 0 | 0 | 0 | 35.3 | 0.134 | 29 | 1 | Negative |
| ICU200018 | 2 | 197 | 70 | 45 | 543 | 30.5 | 0.158 | 53 | 1 | Positive |
| ICU200019 | 8 | 125 | 96 | 0 | 0 | 0.0 | 0.232 | 54 | 1 | Positive |
| Plasma glucose | Blood Work Result-1 | Blood Pressure | Blood Work Result-2 | Blood Work Result-3 | Body mass index | Blood Work Result-4 | Age | Insurance | Sepssis | |
|---|---|---|---|---|---|---|---|---|---|---|
| ID | ||||||||||
| ICU200599 | 0 | 73 | 0 | 0 | 0 | 21.1 | 0.342 | 25 | 0 | Negative |
| ICU200600 | 11 | 111 | 84 | 40 | 0 | 46.8 | 0.925 | 45 | 0 | Positive |
| ICU200601 | 2 | 112 | 78 | 50 | 140 | 39.4 | 0.175 | 24 | 0 | Negative |
| ICU200602 | 3 | 132 | 80 | 0 | 0 | 34.4 | 0.402 | 44 | 0 | Positive |
| ICU200603 | 2 | 82 | 52 | 22 | 115 | 28.5 | 1.699 | 25 | 0 | Negative |
| ICU200604 | 6 | 123 | 72 | 45 | 230 | 33.6 | 0.733 | 34 | 0 | Negative |
| ICU200605 | 0 | 188 | 82 | 14 | 185 | 32.0 | 0.682 | 22 | 1 | Positive |
| ICU200606 | 0 | 67 | 76 | 0 | 0 | 45.3 | 0.194 | 46 | 1 | Negative |
| ICU200607 | 1 | 89 | 24 | 19 | 25 | 27.8 | 0.559 | 21 | 0 | Negative |
| ICU200608 | 1 | 173 | 74 | 0 | 0 | 36.8 | 0.088 | 38 | 1 | Positive |